James Koch

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Numerical Solution

Dynamical Systems

Biologically Plausible

Top Venues

Publications

James Koch, Brenda Forland, Bruce Bernacki, Timothy Doster, Tegan Emerson
Data-Driven Invertible Neural Surrogates of Atmospheric Transmission. CoRR (2024)
James Koch, Pranab Roy Chowdhury, Heng Wan, Parin Bhaduri, Jim Yoon, Vivek Srikrishnan, W. Brent Daniel
Graph Neural Ordinary Differential Equations for Coarse-Grained Socioeconomic Dynamics. CoRR (2024)
James Koch, Madelyn Shapiro, Himanshu Sharma, Draguna L. Vrabie, Ján Drgona
Neural Differential Algebraic Equations. CoRR (2024)
James Koch, Woongjo Choi, Ethan King, David Garcia, Hrishikesh Das, Tianhao Wang, Ken Ross, Keerti Kappagantula
Neural Lumped Parameter Differential Equations with Application in Friction-Stir Processing. CoRR (2023)
James Koch, Zhao Chen, Aaron Tuor, Ján Drgona, Draguna L. Vrabie
Structural Inference of Networked Dynamical Systems with Universal Differential Equations. CoRR (2022)
James Koch, Thomas Maxner, Vinay Amatya, Andisheh Ranjbari, Chase Dowling
Physics-informed Machine Learning of Parameterized Fundamental Diagrams. CoRR (2022)